WASHINGTON—When House Republicans huddled at a private retreat two weeks ago, Rep. Raul Labrador offered an unexpected proposal: Let's extend the federal borrowing limit with no strings attached and make Democrats muster the votes.

Coming from one of the House's most conservative members, it was a surprising move. The Idaho lawmaker said he opposed raising the debt ceiling, but wanted his party to skip a protracted fight it was...